OpenCL and CUDA Comparison of MapReduce Performance on Distributed Heterogeneous Platform through Integration with Hadoop Cluster.
Vincent KarovicMateusz KazmierczakOleksandr PankivMaciej GórkiewiczMaryana ZakharchukRoksolyana StolyarchukPublished in: IT&AS (2021)
Keyphrases
- distributed heterogeneous
- mapreduce framework
- cloud computing
- parallel programming
- data sources
- parallel computing
- map reduce
- open source
- clustering algorithm
- distributed computing
- parallel algorithm
- large scale data sets
- shared memory
- general purpose
- distributed systems
- frequent itemset mining
- parallel computation
- real time
- parallel processing
- query processing
- data analytics
- data sets
- data integration
- database
- cluster analysis
- peer to peer
- data management
- data intensive
- data mining